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Emotion Recognition in Continuous Mandarin Chinese Speech

Yu-Te Chen

ISBN 10: 3848443937 / ISBN 13: 9783848443932
Published by LAP Lambert Academic Publishing
New Condition New Paperback
From BuySomeBooks (Las Vegas, NV, U.S.A.) Quantity Available: 20
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Paperback. 184 pages. Dimensions: 8.6in. x 5.8in. x 0.5in.In this work, 14 emotions, including 6 full-brown emotions: anger, boredom, fear, happiness, neutrality, and sadness, 8 underlying emotions: anxiety, despair, disgust, gratefulness, love, praise, shame, and surprise, are explored for emotion recognition study using speech processing and pattern recognition methods in the emotional space theory. A new emotional corpus, Mandarin Chinese Emotional Corpus 2010 (MCEC2010), is built up by 34 professional voice actorsactresses. This corpus consists of 19, 136 short utterances recorded by voice actorsactresses and 472, 017 emotional annotations labeled by 26 annotators who didnt participate in the voice collection. And all emotional expression of segments will be mapped into the PAD (Pleasure-Arousal-Dominance) emotional space. By this visualizing presentation, it can not only quantify different emotional expressions in the utterance, but observe the gradual changes of different emotional expressions during dialogue. I hope that the content of this book can improve your knowledge of speech processing and emotion recognition. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Bookseller Inventory # 9783848443932

About this title:

Synopsis:

In this work, 14 emotions, including 6 full-brown emotions: anger, boredom, fear, happiness, neutrality, and sadness, 8 underlying emotions: anxiety, despair, disgust, gratefulness, love, praise, shame, and surprise, are explored for emotion recognition study using speech processing and pattern recognition methods in the emotional space theory. A new emotional corpus, Mandarin Chinese Emotional Corpus 2010 (MCEC2010), is built up by 34 professional voice actors/actresses. This corpus consists of 19,136 short utterances recorded by voice actors/actresses and 472,017 emotional annotations labeled by 26 annotators who didn?t participate in the voice collection. And all emotional expression of segments will be mapped into the PAD (Pleasure-Arousal-Dominance) emotional space. By this visualizing presentation, it can not only quantify different emotional expressions in the utterance, but observe the gradual changes of different emotional expressions during dialogue. I hope that the content of this book can improve your knowledge of speech processing and emotion recognition.

About the Author: Jun-Heng Yeh received the Ph.D. degree in the department of Computer Science and Engineering from Tatung University, Taipei, in 2010. His research includes affective computing, natural language processing, image processing, intelligent system, behavior analysis, user experience, etc.. Now he is the founder and CEO of PsyComputing Co. Ltd..

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Bibliographic Details

Title: Emotion Recognition in Continuous Mandarin ...

Publisher: LAP Lambert Academic Publishing

Binding: Paperback

Book Condition: New

Book Type: Paperback

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